{
  "id": 37611,
  "title": "best way to upscale images",
  "url": "/competitions/carvana-image-masking-challenge/discussion/37611",
  "author_name": "Integral",
  "post_date": "2017-08-05T22:29:08.189000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p>As seen from this 240x160 examples we cannot simply upscale and convert image to black and white.\ngrayscale is quite informative on image and I don't wanna lose this information during upscale.\nMay be some deconvolutions for upscale?</p>",
  "messages": [
    {
      "id": 210477,
      "postDate": "2017-08-05T22:29:08.190Z",
      "content": "<p>As seen from this 240x160 examples we cannot simply upscale and convert image to black and white.\ngrayscale is quite informative on image and I don't wanna lose this information during upscale.\nMay be some deconvolutions for upscale?</p>",
      "rawMarkdown": "As seen from this 240x160 examples we cannot simply upscale and convert image to black and white.\ngrayscale is quite informative on image and I don't wanna lose this information during upscale.\nMay be some deconvolutions for upscale?",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "210477": "As seen from this 240x160 examples we cannot simply upscale and convert image to black and white.\ngrayscale is quite informative on image and I don't wanna lose this information during upscale.\nMay be some deconvolutions for upscale?"
  }
}